Log in

Quantitative assessment of rockfall hazard in post-landslide high rock slope through terrestrial laser scanning

  • Case history
  • Published:
Bulletin of Engineering Geology and the Environment Aims and scope Submit manuscript

Abstract

Post-landslide high slopes have always been at increased risk for rockfall disasters, posing a considerable threat to the slope toe area and making it very difficult to manage. In this paper, a comprehensive rockfall hazard assessment strategy based on high-resolution terrestrial laser scanning is proposed. A high-resolution digital terrain model was obtained based on terrestrial laser scanning (TLS) and data processing. Combined with a three-dimensional (3D) probabilistic model, the movement of rock blocks is simulated, and the mechanical parameters for simulation are corrected by 3D back analysis. Finally, based on hierarchical analysis process (AHP) and raster calculation, a rockfall hazard map can be obtained. The method was applied to analyze rockfall hazards on the post-landslide rock slope in Ganluo County. It was found that the rockfall hazard of the post-landslide slope is a great threat to the personnel and equipment of the emergency rescue at the site, and its long-term rockfall risk is also a big hidden danger to the railway at the foot of the slope. The planned 3 m high and 1500 kJ energy capacity protection net has 87.22% interception efficiency, but it is difficult to stop the falling rocks with high speed or high bouncing height. According to the characteristics of rockfall hazards, recommendations for rockfall hazard mitigation measures are proposed, including two aspects of rockfall source area remediation and rockfall transport path blocking. The case of rockfall hazard assessment in Ganluo County provides new methods and ideas for the management of rockfall hazard on post-landslide rock slopes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16

Similar content being viewed by others

References

  • Agliardi F, Crosta GB (2003) High resolution three-dimensional numerical modelling of rockfalls. Int J Rock Mech Min Sci 40(4):455–471

    Article  Google Scholar 

  • Akin M, Dinçer İ, Ok AÖ, Orhan A, Akın MK, Topal T (2021) Assessment of the effectiveness of a rockfall ditch through 3D probabilistic rockfall simulations and automated image processing. Eng Geol 283:106001. https://doi.org/10.1016/j.enggeo.2021.106001

    Article  Google Scholar 

  • Azzoni A, La Barbera G, Zaninetti A (1995) Analysis and prediction of rockfalls using a mathematical model. Int J Rock Mech Min Sci Geomech Abstr 32(7):709–724. https://doi.org/10.1016/0148-9062(95)00018-C

    Article  Google Scholar 

  • Besl PJ, McKay ND (1992) Method for registration of 3D shapes. Sensor Fusion IV: Control Paradigms and Data Structures 1611:586–606

    Google Scholar 

  • Copons R, Vilaplana JM (2008) Rockfall susceptibility zoning at a large scale: from geomorphological inventory to preliminary land use planning. Eng Geol 102(3–4):142–151

    Article  Google Scholar 

  • Corominas J, Copons R, Moya J, Vilaplana JM, Altimir J, Amigó J (2005) Quantitative assessment of the residual risk in a rockfall protected area. Landslides 2(4):343–357

    Article  Google Scholar 

  • Crosta GB, Agliardi F (2004) Parametric evaluation of 3D dispersion of rockfall trajectories. Nat Hazards Earth Syst Sci 4(4):583–598

    Article  Google Scholar 

  • Cruden DM, Varnes DJ (1996) Landslide types and processes. In Landslides: Investigation and Mitigation, Turner AK and Schuster RL (eds) Special Report 247, Transportation Research Board, National research Council, National Academy Press: Washington, DC, USA, pp. 36–75

  • Dorren LKA, Seijmonsbergen AC (2003) Comparison of three GIS-based models for predicting rockfall runout zones at a regional scale. Geomorphology 56(1–2):49–64

    Article  Google Scholar 

  • Fanos AM, Pradhan B (2019a) A novel rockfall hazard assessment using laser scanning data and 3D modelling in GIS. CATENA 172:435–450

    Article  Google Scholar 

  • Fanos AM, Pradhan B (2019b) A spatial ensemble model for rockfall source identification from high resolution LiDAR data and GIS. IEEE Access 7:74570–74585

    Article  Google Scholar 

  • Fanos AM, Pradhan B, Alamri A, Lee CW (2020) Machine learning-based and 3d kinematic models for rockfall hazard assessment using LiDAR data and GIS. Remote Sens 12(11):1755

    Article  Google Scholar 

  • Ferrari F, Giacomini A, Thoeni K (2016) Qualitative rockfall hazard assessment: a comprehensive review of current practices. Rock Mech Rock Eng 49:2865–2922

    Article  Google Scholar 

  • Frattini P, Crosta G, Carrara A, Agliardi F (2008) Assessment of rockfall susceptibility by integrating statistical and physically-based approaches. Geomorphology 94(3–4):419–437

    Article  Google Scholar 

  • Guzzetti F, Reichenbach P, Ghigi S (2004) Rockfall hazard and risk assessment along a transportation corridor in the Nera Valley Central Italy. Environ Manag 34(2):191–208

    Article  Google Scholar 

  • He K, Li Y, Ma G, Hu X, Liu B, Ma Z, Xu Z (2021) Failure mode analysis of post-seismic rockfall in shattered mountains exemplified by detailed investigation and numerical modelling. Landslides 18(1):425–446

    Article  Google Scholar 

  • Hoek E, Brown E (1997) Practical estimates of rock mass strength. Int J Rock Mech Min Sci Geomech Abstr 27(3):227–229

    Article  Google Scholar 

  • Jiang N, Li HB, Liu MS, Zhang JY, Zhou JW (2020) Quantitative hazard assessment of rockfall and optimization strategy for protection systems of the Huashiya cliff southwest China. Geomatics Nat Hazards Risk 11(1):1939–1965

    Article  Google Scholar 

  • Jiang N, Li HB, Zhou JW (2021) Quantitative hazard analysis and mitigation measures of rockfall in a high-frequency rockfall region. Bull Eng Geol Environ 80:3439–3456

    Article  Google Scholar 

  • Lague D, Brodu N, Leroux J (2013) Accurate 3D comparison of complex topography with terrestrial laser scanner: application to the Rangitikei canyon (NZ). ISPRS J Photogramm Remote Sens 82:10–26

    Article  Google Scholar 

  • Laura G, Strada C (2015) The role of rockfall protection barriers in the context of risk mitigation: the case of the Autonomous Province of Bolzano. Eng Geol Soc Territory 5:397–400

    Article  Google Scholar 

  • Li HB, Li XW, Li WZ, Zhang SL, Zhou JW (2019a) Quantitative assessment for the rockfall hazard in a post-earthquake high rock slope using terrestrial laser scanning. Eng Geol 248:1–13

    Article  Google Scholar 

  • Li XN, Ling SX, Sun CW, Xu JX, Huang T (2019b) Integrated rockfall hazard and risk assessment along highways: an example for Jiuzhaigou area after the 2017 Ms 7.0 Jiuzhaigou earthquake China. J Mt Sci 16(6):1318–1335

  • Li Hai-bo, Qi Shun-chao, Yang **ng-guo, Li **ao-wen, Zhou Jia-wen (2020) Geological Survey and Unstable Rock Block Movement Monitoring of a Post-Earthquake High Rock Slope Using Terrestrial Laser Scanning. Rock Mechanics and Rock Engineering 53(10):4523–4537. https://doi.org/10.1007/s00603-020-02178-0

    Article  Google Scholar 

  • Li HB, Yang XG, Sun HL, Qi SC, Zhou JW (2019c) Monitoring of displacement evolution during the pre-failure stage of a rock block using ground-based radar interferometry. Landslides 16(9):1721–1730

    Article  Google Scholar 

  • Li Y, Liu XN, Gan BR, Wang XK, Yang XG, Li HB, Long XY, Zhou JW (2021) Formation-evolutionary mechanism analysis and impacts of human activities on the 20 August 2019 clustered debris flows event in Wenchuan County, southwestern China. Front Earth Sci 9:433. https://doi.org/10.3389/feart.2021.616113

    Article  Google Scholar 

  • Lu YE, Zhang LM (2012) Analysis of failure of a bridge foundation under rock impact. Acta Geotech 7(1):57–68

    Article  Google Scholar 

  • Moos C, Fehlmann M, Trappmann D, Stoffel M, Dorren L (2018) Integrating the mitigating effect of forests into quantitative rockfall risk analysis – two case studies in Switzerland. Int J Disaster Risk Reduct 32:55–74

    Article  Google Scholar 

  • Morales T, Clemente JA, Mollá LD, Izagirre E, Uriarte JA (2021) Analysis of instabilities in the Basque Coast Geopark coastal cliffs for its environmentally friendly management (Basque-Cantabrian basin northern Spain). Eng Geol 283:106023

  • Pfeiffer TJ, Bowen TD (1989) Computer simulation of rockfalls. Bull Assoc Eng Geol 26:135–146. https://doi.org/10.2113/gseegeosci.xxvi.1.135

    Article  Google Scholar 

  • Pourghasemi HR, Pradhan B, Gokceoglu C (2012) Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility map** at Haraz watershed Iran. Nat Hazard 63:965–996

    Article  Google Scholar 

  • Pradhan B, Fanos AM (2017) Application of LiDAR in rockfall hazard assessment in tropical region. In: Pradhan B (ed) Laser Scanning Applications in Landslide Assessment. Springer, Cham, pp 323–359

    Chapter  Google Scholar 

  • Saaty TL (1990) How to make a decision: the analytic hierarchy process. Eur J Oper Res 48(1):9–26

    Article  Google Scholar 

  • Saaty TL (2006) Rank from comparisons and from ratings in the analytic hierarchy/network processes. Eur J Oper Res 168(2):557–570

    Article  Google Scholar 

  • Sarro R, Mateos RM, García-Moreno I, Herrera G, Reichenbach P, Laín L, Paredes C (2014) The Son Poc rockfall (Mallorca Spain) on the 6th of March 2013: 3D simulation. Landslides 11(3):493–503

    Article  Google Scholar 

  • Sarro R, Riquelme A, García-Davalillo JC, Mateos RM, Tomás R, Pastor JL, Herrera G (2018) Rockfall simulation based on UAV photogrammetry data obtained during an emergency declaration: application at a cultural heritage site. Remote Sens 10(12):1923

  • Varnes DJ (1978) Slope movement types and processes. Spec Rep 176:11–33

    Google Scholar 

  • Verma AK, Sardana S, Sharma P, Dinpuia L, Singh TN (2019) Investigation of rockfall-prone road cut slope near Lengpui Airport Mizoram India. J Rock Mech Geotech Eng 11(1):146–158

    Article  Google Scholar 

  • Wieczorek GF, Jager S (1996) Triggering mechanisms and depositional rates of postglacial slope-movement processes in the Yosemite Valley California. Geomorphology 15(1):17–31

    Article  Google Scholar 

  • Yoshimatsu H, Abe S (2006) A review of landslide hazards in Japan and assessment of their susceptibility using an analytical hierarchic process (AHP) method. Landslides 3(2):149–158

    Article  Google Scholar 

  • Zhou Jia-wen, Cui Peng, Hao Ming-hui (2016) Comprehensive analyses of the initiation and entrainment processes of the 2000 Yigong catastrophic landslide in Tibet, China. Landslides 13(1):39–54. https://doi.org/10.1007/s10346-014-0553-2

    Article  Google Scholar 

  • Zhou JW, Li HB, Lu GD, Zhou Y, Zhang JY, Fan G (2021) Initiation mechanism and quantitative mass movement analysis of the 2019 Shuicheng catastrophic landslide. Q J Eng Geol Hydrogeol 54:qjegh2020–052

  • Zhou JW, Xu WY, Yang XG, Shi C, Yang ZH (2013) The 28 October 1996 landslide and analysis of the stability of the current Huashiban slope at the Liangjiaren hydropower station Southwest China. Eng Geol 114:45–56

    Article  Google Scholar 

  • Zhu L, Liang H, He S, Liu W, Zhang Q, Li G (2020) Failure mechanism and dynamic processes of rock avalanche occurrence in Chengkun railway China on August 14 2019. Landslides 17:943–957

    Article  Google Scholar 

Download references

Acknowledgements

Critical comments by the anonymous reviewers greatly improved the initial manuscript.

Funding

We gratefully acknowledge the support of the National Key R&D Program of China (2017YFC1501102), the National Natural Science Foundation of China (41977229), and the Sichuan Youth Science and Technology Innovation Research Team Project (2020JDTD0006).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jia-wen Zhou.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, Jy., Li, Hb., Yang, Xg. et al. Quantitative assessment of rockfall hazard in post-landslide high rock slope through terrestrial laser scanning. Bull Eng Geol Environ 80, 7315–7331 (2021). https://doi.org/10.1007/s10064-021-02426-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10064-021-02426-9

Keywords

Navigation